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Compare defenses with matched cases and useful work

Reconstruct a paired comparison from case-level outcomes and a separate allowed-task check. Recommend the next validation step while preserving configuration changes, unresolved effects and mandatory defects.

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By AISecurityInterviews · Updated

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